The COVID-19 Situation Report is a data intensive report that tries to portray an accurate data oriented picture of the 2019- 2020 COVID-19 pandemic. If you would like to add additional metrics to this report, please send a mail to the author at .

Date of Report

Report Printed On 

## [1] "2020-04-15"

COVID-19 Overall Stats (Worldwide)

Overall Confirmed Cases Count Worldwide 

## [1] "2056055 (up from 1976192 yesterday: 4.04 % increase)"

Overall Deaths Worldwide

Please note that the deaths is at the minimum an underestimate as there could be fatalities resulting from the current active cases.

## [1] "134178 (up from 125985 yesterday: 6.5 % increase)"

Overall Fatality Rate Worldwide in %

Please note that the fatality rate is at the minimum an underestimate as there could be fatalities resulting from the current active cases.

## [1] 6.53



In- Depth Country Wise Stats (With Atleast 1000 COVID-19 Confirmations)

Overall Confirmed Cases and Deaths- Country Wise (With Fatality Rates)

Country_Region TotalConfirmed NewConfirmations CasesPercentIncrease TotalDeaths NewDeaths DeathsPercentIncrease FatalityRate
US 636350 28680 4.72 28326 2494 9.65 4.45
Spain 177644 5103 2.96 18708 652 3.61 10.53
Italy 165155 2667 1.64 21645 578 2.74 13.11
Germany 134753 3394 2.58 3804 510 15.48 2.82
France 134582 3221 2.45 17188 1440 9.14 12.77
United Kingdom 99483 4638 4.89 12894 765 6.31 12.96
China 83356 50 0.06 3346 1 0.03 4.01
Iran 76389 1512 2.02 4777 94 2.01 6.25
Turkey 69392 4281 6.57 1518 115 8.20 2.19
Belgium 33573 2454 7.89 4440 283 6.81 13.22
Brazil 28320 3058 12.11 1736 204 13.32 6.13
Netherlands 28316 736 2.67 3145 190 6.43 11.11
Canada 28209 1174 4.34 1007 107 11.89 3.57
Switzerland 26336 400 1.54 1239 65 5.54 4.70
Russia 24490 3388 16.06 198 28 16.47 0.81
Portugal 18091 643 3.69 599 32 5.64 3.31
Austria 14336 110 0.77 393 9 2.34 2.74
Ireland 12547 1068 9.30 444 38 9.36 3.54
Israel 12501 455 3.78 130 7 5.69 1.04
India 12322 835 7.27 405 12 3.05 3.29
Sweden 11927 482 4.21 1203 170 16.46 10.09
Peru 11475 1172 11.38 254 24 10.43 2.21
Korea, South 10591 27 0.26 225 3 1.35 2.12
Chile 8273 356 4.50 94 2 2.17 1.14
Japan 8100 455 5.95 146 3 2.10 1.80
Ecuador 7858 255 3.35 388 19 5.15 4.94
Poland 7582 380 5.28 286 23 8.75 3.77
Romania 7216 337 4.90 372 21 5.98 5.16
Denmark 6876 170 2.54 309 10 3.34 4.49
Norway 6740 117 1.77 150 11 7.91 2.23
Australia 6440 25 0.39 63 1 1.61 0.98
Pakistan 6383 546 9.35 111 15 15.62 1.74
Czechia 6216 105 1.72 166 5 3.11 2.67
Saudi Arabia 5862 493 9.18 79 6 8.22 1.35
Philippines 5453 230 4.40 349 14 4.18 6.40
Mexico 5399 385 7.68 406 74 22.29 7.52
United Arab Emirates 5365 432 8.76 33 5 17.86 0.62
Indonesia 5136 297 6.14 469 10 2.18 9.13
Malaysia 5072 85 1.70 83 1 1.22 1.64
Serbia 4873 408 9.14 99 5 5.32 2.03
Ukraine 3764 392 11.63 108 10 10.20 2.87
Belarus 3728 447 13.62 36 3 9.09 0.97
Qatar 3711 283 8.26 7 0 0.00 0.19
Singapore 3699 447 13.75 10 0 0.00 0.27
Dominican Republic 3614 328 9.98 189 6 3.28 5.23
Panama 3574 102 2.94 95 1 1.06 2.66
Luxembourg 3373 66 2.00 69 2 2.99 2.05
Finland 3237 76 2.40 72 8 12.50 2.22
Colombia 3105 126 4.23 131 4 3.15 4.22
Thailand 2643 30 1.15 43 2 4.88 1.63
South Africa 2506 91 3.77 34 7 25.93 1.36
Egypt 2505 155 6.60 183 5 2.81 7.31
Argentina 2443 166 7.29 111 9 8.82 4.54
Greece 2192 22 1.01 102 1 0.99 4.65
Algeria 2160 90 4.35 336 10 3.07 15.56
Moldova 2049 115 5.95 46 6 15.00 2.24
Morocco 2024 136 7.20 127 1 0.79 6.27
Croatia 1741 37 2.17 33 2 6.45 1.90
Iceland 1727 7 0.41 8 0 0.00 0.46
Bahrain 1671 143 9.36 7 0 0.00 0.42
Hungary 1579 67 4.43 134 12 9.84 8.49
Iraq 1415 15 1.07 79 1 1.28 5.58
Kuwait 1405 50 3.69 3 0 0.00 0.21
Estonia 1400 27 1.97 35 4 12.90 2.50
New Zealand 1386 20 1.46 9 0 0.00 0.65
Uzbekistan 1302 137 11.76 4 0 0.00 0.31
Kazakhstan 1295 63 5.11 16 2 14.29 1.24
Azerbaijan 1253 56 4.68 13 0 0.00 1.04
Slovenia 1248 28 2.30 61 5 8.93 4.89
Bangladesh 1231 219 21.64 50 4 8.70 4.06
Armenia 1111 44 4.12 17 1 6.25 1.53
Bosnia and Herzegovina 1110 27 2.49 41 1 2.50 3.69
Lithuania 1091 21 1.96 30 1 3.45 2.75

In Depth USA Stats (State Wise Figures)

Confirmed Cases and Deaths- States of USA (With Fatality Rates)

State Confirmed NewConfirmations CasesPercentIncrease Deaths NewDeaths DeathsPercentIncrease FatalityRate ConfirmedCasesPerMillPopl DeathsPerMillPopl InfectionOdds
New York 214454 11434 5.63 11617 775 7.15 5.42 11023.89 597.17 1 in 91
New Jersey 71030 2206 3.21 3156 351 12.51 4.44 7996.90 355.32 1 in 125
Massachusetts 29918 1754 6.23 1108 264 31.28 3.70 4305.06 159.44 1 in 232
Michigan 28059 1058 3.92 1921 153 8.65 6.85 2809.59 192.35 1 in 356
Pennsylvania 26753 1288 5.06 779 88 12.74 2.91 2089.75 60.85 1 in 479
California 26686 1330 5.25 861 93 12.11 3.23 675.39 21.79 1 in 1481
Illinois 24593 1345 5.79 949 81 9.33 3.86 1940.76 74.89 1 in 515
Florida 22511 883 4.08 596 25 4.38 2.65 1048.11 27.75 1 in 954
Louisiana 21951 433 2.01 1103 90 8.88 5.02 4721.87 237.27 1 in 212
Texas 15907 901 6.00 375 33 9.65 2.36 548.60 12.93 1 in 1823
Georgia 14987 409 2.81 552 27 5.14 3.68 1411.55 51.99 1 in 708
Connecticut 14755 766 5.48 868 197 29.36 5.88 4138.52 243.46 1 in 242
Washington 10942 143 1.32 552 22 4.15 5.04 1436.92 72.49 1 in 696
Maryland 10032 560 5.91 311 9 2.98 3.10 1659.37 51.44 1 in 603
Indiana 8960 433 5.08 436 49 12.66 4.87 1330.91 64.76 1 in 751
Colorado 7956 6 0.08 328 1 0.31 4.12 1381.55 56.96 1 in 724
Ohio 7794 509 6.99 362 38 11.73 4.64 666.78 30.97 1 in 1500
Virginia 6500 318 5.14 195 41 26.62 3.00 761.52 22.85 1 in 1313
Tennessee 5827 0 0.00 124 0 0.00 2.13 852.75 18.15 1 in 1173
North Carolina 5340 227 4.44 130 18 16.07 2.43 509.15 12.40 1 in 1964
Missouri 4791 45 0.95 153 4 2.68 3.19 780.62 24.93 1 in 1281
Alabama 4075 122 3.09 118 4 3.51 2.90 831.09 24.07 1 in 1203
Arizona 3964 155 4.07 142 11 8.40 3.58 520.56 18.65 1 in 1921
Wisconsin 3721 166 4.67 183 13 7.65 4.92 639.08 31.43 1 in 1565
South Carolina 3656 103 2.90 106 9 9.28 2.90 710.08 20.59 1 in 1408
Mississippi 3360 273 8.84 122 11 9.91 3.63 1128.98 40.99 1 in 886
Rhode Island 3251 0 0.00 80 0 0.00 2.46 3068.83 75.52 1 in 326
Nevada 3211 77 2.46 131 5 3.97 4.08 1042.48 42.53 1 in 959
Utah 2548 131 5.42 20 2 11.11 0.78 794.77 6.24 1 in 1258
Oklahoma 2263 79 3.62 123 15 13.89 5.44 571.90 31.08 1 in 1749
Kentucky 2210 162 7.91 115 9 8.49 5.20 494.66 25.74 1 in 2022
District of Columbia 2197 139 6.75 72 5 7.46 3.28 3113.00 102.02 1 in 321
Delaware 2014 88 4.57 46 3 6.98 2.28 2068.26 47.24 1 in 483
Iowa 1995 96 5.06 53 4 8.16 2.66 632.32 16.80 1 in 1581
Minnesota 1809 114 6.73 87 8 10.13 4.81 320.77 15.43 1 in 3118
Oregon 1663 30 1.84 58 3 5.45 3.49 394.29 13.75 1 in 2536
Arkansas 1569 71 4.74 33 1 3.12 2.10 519.91 10.94 1 in 1923
Kansas 1504 63 4.37 71 2 2.90 4.72 516.25 24.37 1 in 1937
New Mexico 1484 139 10.33 36 5 16.13 2.43 707.74 17.17 1 in 1413
Idaho 1473 9 0.61 39 6 18.18 2.65 821.96 21.76 1 in 1217
South Dakota 1168 180 18.22 6 0 0.00 0.51 1320.28 6.78 1 in 757
New Hampshire 1139 217 23.54 32 7 28.00 2.81 837.68 23.53 1 in 1194
Puerto Rico 974 51 5.53 51 6 13.33 5.24 304.98 15.97 1 in 3279
Nebraska 901 4 0.45 20 0 0.00 2.22 465.78 10.34 1 in 2147
Maine 770 35 4.76 24 4 20.00 3.12 572.83 17.85 1 in 1746
Vermont 759 7 0.93 29 0 0.00 3.82 1216.37 46.48 1 in 822
West Virginia 702 62 9.69 10 1 11.11 1.42 392.80 5.60 1 in 2546
Hawaii 524 13 2.54 9 0 0.00 1.72 370.09 6.36 1 in 2702
Montana 404 5 1.25 7 0 0.00 1.73 378.00 6.55 1 in 2645
North Dakota 365 24 7.04 9 1 12.50 2.47 478.96 11.81 1 in 2088
Alaska 293 8 2.81 9 0 0.00 3.07 400.52 12.30 1 in 2497
Wyoming 287 5 1.77 1 0 0.00 0.35 495.89 1.73 1 in 2017

In Depth Italy Stats (Region Wise Figures)

Confirmed Cases and Deaths- Regions of Italy (With Fatality and Confirmation Rates)

Region Swabs Confirmations NewConfirmations CasesPercentIncrease ConfirmationRate HospitalizedWithSymptoms IntensiveCare ActiveCases Deceased FatalityRate
Lombardia 221968 62153 827 1.35 28.00 12043 1074 32921 11377 18.30
Emilia-Romagna 106149 21029 277 1.33 19.81 3388 325 13577 2788 13.26
Piemonte 75664 18229 539 3.05 24.09 3338 366 13195 2015 11.05
Veneto 216344 14624 192 1.33 6.76 1402 219 10789 940 6.43
Toscana 86348 7666 139 1.85 8.88 977 216 6417 556 7.25
Liguria 25793 5936 128 2.20 23.01 959 120 3464 807 13.60
Marche 30329 5503 77 1.42 18.14 888 106 3097 746 13.56
Lazio 75584 5232 121 2.37 6.92 1342 196 4047 311 5.94
Campania 39534 3807 38 1.01 9.63 607 86 3087 278 7.30
P.A. Trento 19535 3220 79 2.52 16.48 312 48 2104 318 9.88
Puglia 34518 3184 66 2.12 9.22 592 73 2573 288 9.05
Friuli Venezia Giulia 33800 2544 24 0.95 7.53 163 24 1394 212 8.33
Sicilia 39867 2535 34 1.36 6.36 541 49 2081 181 7.14
Abruzzo 22500 2274 29 1.29 10.11 341 44 1810 240 10.55
P.A. Bolzano 25370 2224 40 1.83 8.77 166 32 1576 223 10.03
Umbria 20258 1322 1 0.08 6.53 122 37 582 54 4.08
Sardegna 12395 1161 23 2.02 9.37 107 26 870 83 7.15
Calabria 19662 971 15 1.57 4.94 156 11 819 71 7.31
Valle d’Aosta 3894 958 11 1.16 24.60 112 11 548 121 12.63
Basilicata 5037 320 1 0.31 6.35 60 12 261 21 6.56
Molise 2855 263 6 2.33 9.21 27 4 206 15 5.70

In Depth Canada Stats (With Province Level Figures)

Confirmed Cases and Deaths- Provinces of Canada (With Fatality Rates)

Province Confirmed NewConfirmations CasesPercentIncrease Deaths NewDeaths DeathsPercentIncrease FatalityRate ConfirmedCasesPerMillPopl DeathsPerMillPopl InfectionOdds
Quebec 14860 612 4.30 487 52 11.95 3.28 1740.52 57.04 1 in 575
Ontario 8447 494 6.21 385 51 15.27 4.56 574.16 26.17 1 in 1742
Alberta 1870 0 0.00 48 0 0.00 2.57 423.73 10.88 1 in 2360
British Columbia 1517 27 1.81 72 3 4.35 4.75 296.82 14.09 1 in 3369
Nova Scotia 549 32 6.19 3 0 0.00 0.55 561.66 3.07 1 in 1780
Saskatchewan 304 4 1.33 4 0 0.00 1.32 257.26 3.39 1 in 3887
Newfoundland and Labrador 247 3 1.23 3 0 0.00 1.21 473.76 5.75 1 in 2111
Manitoba 246 0 0.00 5 1 25.00 2.03 178.58 3.63 1 in 5600
New Brunswick 117 1 0.86 0 0 NaN 0.00 150.00 0.00 1 in 6667
Prince Edward Island 26 1 4.00 0 0 NaN 0.00 164.39 0.00 1 in 6083
Yukon 8 0 0.00 0 0 NaN 0.00 194.75 0.00 1 in 5135
Northwest Territories 5 0 0.00 0 0 NaN 0.00 111.35 0.00 1 in 8981

In Depth China Stats (With Province Level Figures)

Confirmed Cases and Deaths- Provinces of China (With Fatality Rates)

Province Confirmed Deaths FatalityRate
Hubei 67803 3222 4.75
Guangdong 1566 8 0.51
Henan 1276 22 1.72
Zhejiang 1268 1 0.08
Hunan 1019 4 0.39
Hong Kong 1017 4 0.39
Anhui 991 6 0.61
Jiangxi 937 1 0.11
Heilongjiang 841 13 1.55
Shandong 784 7 0.89
Jiangsu 653 0 0.00
Shanghai 622 7 1.13
Beijing 590 8 1.36
Chongqing 579 6 1.04
Sichuan 560 3 0.54
Fujian 353 1 0.28
Hebei 327 6 1.83
Shaanxi 256 3 1.17
Guangxi 254 2 0.79
Inner Mongolia 190 1 0.53
Shanxi 186 0 0.00
Tianjin 185 3 1.62
Yunnan 184 2 1.09
Hainan 168 6 3.57
Guizhou 146 2 1.37
Liaoning 145 2 1.38
Gansu 139 2 1.44
Jilin 102 1 0.98
Xinjiang 76 3 3.95
Ningxia 75 0 0.00
Macau 45 0 0.00
Qinghai 18 0 0.00
Tibet 1 0 0.00

Time Series Curves (Top 20 Countries with the Highest Cases)

The time series curves (both linear and logarithmic) are printed for the top 20 countries with the most confirmed COVID-19 cases as of today in decreasing order of confirmations.

Confirmed Cases Count (Linear)

Country Wise Time Series Curve

Confirmed Cases Count (Logarithmic)

Country Wise Time Series Curve

Time Series Curves (Top 20 Countries with the Highest Cases)

The time series curves (both linear and logarithmic) are printed for the top 20 countries with the most COVID-19 deaths as of today in decreasing order of confirmations.

Death Count (Linear)

Country Wise Time Series Curve

Death Count (Logarithmic)

Country Wise Time Series Curve

Epidemic Curve: Delta in the past 24 hrs (Top 20 Countries with the Highest Cases)

The COVID-19 epidemic curve, also known as an COVID-19 epi curve or COVID-19 epidemiological curve, is a statistical chart to visualise the onset and progression of the COVID-19 outbreak in various countries. The term flattening of the epidermic curve is referred to as the drastic reduction of new cases which can be seen in the dip in the number of new cases in the past 24 hrs. The below charts show if this has happened for the worst affected 20 countries in the world as of today. The fitted line in the below bars show the last 7 day average of new cases/ new deaths.

Delta in Confirmed Cases

Number of New Cases in the past 24 hrs

Delta in Deaths

Number of Deaths in the past 24 hrs

Measuring Outbreak Velocity: 5 Day Lagging Average Doubling Time (Top 20 Countries with the Highest Cases)

The velocity of an outbreak is determined by a construct known as doubling time. This value describes the number of days, on average, required for the number of cases to double in a given area. For our analysis we use average doubling time, which can be defined as the number of days, on average, required for the average number of COVID-19 cases to double in a given area.

This measure can describe COVID-19 behavior worldwide, in a country, or even in a smaller region such as a state. For our analysis, we will discuss average doubling time at a national level for the top 20 most affected countries.

Below, we have calculated average doubling time for several nations, on a trailing, rolling 5-day basisbased on today’s case values. A decline in average doubling time indicates that the COVID-19 outbreak (confirmation rate) is accelerating (average cases double in fewer days), while an increase of average doubling time indicates that the outbreak is slowing.

Ideally, when social distancing and lockdowns are implemented aggressively in a country and after some period of delay, doubling times should begin to increase in a matter of days, weeks, or months, depending upon the severity of the epidemic and the degree of social distancing achievable.

Given the fact that many countries across the world have already enacted or implemented social distancing measures, this is why one should be cautious not to extrapolate COVID-19 growth rates from trailing statistics.

5 Day Lagging Avg Doubling Time of Confirmations

Confirmed Cases and Deaths Per Million Population and Infection Odds

This metric confirmed cases per million population and deaths per million population shows the extent to which the disease has spread with respect to the population of the country. The metric Infection Odds shows 1 in how many people are infected with COVID-19 in the corresponding country.

For the top 20 countries with most confirmed cases excluding cruise ships

Country_Region ConfirmedCasesPerMillionPopl DeathsPerMillionPopl InfectionOdds
US 1944.83 86.57 1 in 514
Spain 3807.20 400.94 1 in 263
Italy 2730.74 357.89 1 in 366
Germany 1627.65 45.95 1 in 614
France 2008.99 256.58 1 in 498
United Kingdom 1497.34 194.07 1 in 668
China 60.14 2.41 1 in 16627
Iran 941.21 58.86 1 in 1062
Turkey 858.71 18.78 1 in 1165
Belgium 2945.00 389.47 1 in 340
Brazil 135.31 8.29 1 in 7391
Netherlands 1648.20 183.06 1 in 607
Canada 750.44 26.79 1 in 1333
Switzerland 3073.05 144.57 1 in 325
Russia 169.48 1.37 1 in 5900
Portugal 1758.11 58.21 1 in 569
Austria 1625.03 44.55 1 in 615
Ireland 2597.72 91.93 1 in 385
Israel 1434.92 14.92 1 in 697
India 9.20 0.30 1 in 108667

Data Sources: CSSEGISandData, COVID India Org, The NY Times and pcm-dpc